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m43 avatar m43 commented on July 28, 2024

Hej, thanks for your interest. If you are looking for the point method used to sample points from the mask, it is implemented in the extract_kmedoid_points function. If you are looking for the Video Object Segmentation (VOS) code where an initial GT mask is given and tracked throughout the video, then you can look into the documentation on running the VOS experiments or look directly into the VOS evaluation script. Have I understood your question correctly? Let me know if I can provide further help!

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ManuBN786 avatar ManuBN786 commented on July 28, 2024

extract_kmedoid_points only gives you the +ve points.

How to get the -ve points using the same algorithm ?

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m43 avatar m43 commented on July 28, 2024

Hi @ManuBN786, the function extract_kmedoid_points also supports sampling negative points when given the inverted mask as input. For example, if the mask is a float tensor, then you invert it with 1 - mask. For more context, check how we extract the negative points here. In our experiments, I've always used Mixed Sampling for selecting negative points.

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